648 citations
- Yaroslav-the-Wise Novgorod State UniversityRU21 papers
- Joint Institute for Nuclear ResearchRU13 papers
- Kotelnikov Institute of Radioengineering and Electronics of the Russian Academy of SciencesRU9 papers
- University of WrocławPL9 papers
- Helmholtz-Zentrum Dresden-RossendorfDE5 papers
- Humboldt-Universität zu BerlinDE5 papers
- Institute of Precision Mechanics and ControlRU5 papers
- Moscow Institute of Physics and TechnologyRU5 papers
- Potsdam Institute for Climate Impact ResearchDE5 papers
- Samara National Research UniversityRU5 papers
- Australian National UniversityAU4 papers
- ETH ZurichCH4 papers
8 papers · 1 filter
Impact of internal noise on convolutional neural networks
Ivan Kolesnikov, Nadezhda Semenova
In this paper, we investigate the impact of noise on a simplified trained convolutional network. The types of noise studied originate from a real optical implementation of a neural…
Impact of pulse exposure on chimera state in ensemble of FitzHugh-Nagumo systems
Elena Rybalova, Nadezhda Semenova
In this article we consider the influence of a periodic sequence of Gaussian pulses on a chimera state in a ring of coupled FitzHugh-Nagumo systems. We found that on the way to com…
Delay-induced self-oscillation excitation in the FitzHugh-Nagumo model: regular and chaotic dynamics
Vladimir V. Semenov, Andrei V. Bukh, Nadezhda Semenova
The stochastic FitzHugh-Nagumo model with time delayed-feedback is often studied in excitable regime to demonstrate the time-delayed control of coherence resonance. Here, we show t…
Role of solitary states in forming spatiotemporal patterns in a 2D lattice of van der Pol oscillators
I. A. Shepelev, A. V. Bukh, S. S. Muni +1
The behavior of the ensemble of coupled van der Pol oscillators is abundant when coupling parameters are changed. Incoherent and chimera-like regimes are observed at small values o…
Relay synchronization in multiplex networks of discrete maps
Marius Winkler, Jakub Sawicki, Iryna Omelchenko +3
Complex multiplex networks consist of several subnetwork layers, which interact via pairwise inter-layer connections. Relay synchronization between distant layers which are not dir…
New type of chimera and mutual synchronization of spatiotemporal structures in two coupled ensembles of nonlocally interacting chaotic maps
Andrei Bukh, Elena Rybalova, Nadezhda Semenova +2
We study numerically the dynamics of a network made of two coupled one-dimensional ensembles of discrete-time systems. The first ensemble is represented by a ring of nonlocally cou…